“Deficit” in Chinese is 赤字 (chìzì).
我们去年遇到了赤字。
We went into the red last year.
Example sentence from Tatoeba (CC BY 2.0).
Not to be confused with: 池子 (chízi, pond) · 尺子 (chǐzi, ruler (measuring instrument))